Physics-guided hierarchical neural networks for Maxwell's equations in plasmonic metamaterials

Sean Lynch, Jacob LaMountain, Bo Fan +5

While machine learning (ML) has found multiple applications in photonics, traditional "black box" ML models typically require prohibitively large training data sets. Generation of…